Datasets:

---

Hahad14

/

higgs_data

like 0

Error code:   DatasetGenerationCastError
Exception:    DatasetGenerationCastError
Message:      An error occurred while generating the dataset

All the data files must have the same columns, but at some point there are 1 new columns ({'mva_dm_1'})

This happened while the csv dataset builder was generating data using

hf://datasets/Hahad14/higgs_data/tt.csv (at revision f7e40463ac465b5b73f3077c138aad81af251239)

Please either edit the data files to have matching columns, or separate them into different configurations (see docs at https://hf.co/docs/hub/datasets-manual-configuration#multiple-configurations)
Traceback:    Traceback (most recent call last):
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1870, in _prepare_split_single
                  writer.write_table(table)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/arrow_writer.py", line 622, in write_table
                  pa_table = table_cast(pa_table, self._schema)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2292, in table_cast
                  return cast_table_to_schema(table, schema)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2240, in cast_table_to_schema
                  raise CastError(
              datasets.table.CastError: Couldn't cast
              dR: double
              dijetpt: double
              dphi: double
              eta_1: double
              eta_2: double
              jdeta: double
              jpt_1: double
              jpt_2: double
              m_vis: double
              met: double
              met_dphi_1: double
              met_dphi_2: double
              mjj: double
              mt_1: double
              mt_2: double
              mt_lep: double
              mt_tot: double
              mva_dm_1: double
              mva_dm_2: double
              n_deepbjets: double
              n_jets: double
              pt_1: double
              pt_2: double
              pt_tt: double
              pt_vis: double
              q_1: double
              q_2: double
              svfit_mass: double
              channel: string
              process: string
              -- schema metadata --
              pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 3633
              to
              {'dR': Value(dtype='float64', id=None), 'dijetpt': Value(dtype='float64', id=None), 'dphi': Value(dtype='float64', id=None), 'eta_1': Value(dtype='float64', id=None), 'eta_2': Value(dtype='float64', id=None), 'jdeta': Value(dtype='float64', id=None), 'jpt_1': Value(dtype='float64', id=None), 'jpt_2': Value(dtype='float64', id=None), 'm_vis': Value(dtype='float64', id=None), 'met': Value(dtype='float64', id=None), 'met_dphi_1': Value(dtype='float64', id=None), 'met_dphi_2': Value(dtype='float64', id=None), 'mjj': Value(dtype='float64', id=None), 'mt_1': Value(dtype='float64', id=None), 'mt_2': Value(dtype='float64', id=None), 'mt_lep': Value(dtype='float64', id=None), 'mt_tot': Value(dtype='float64', id=None), 'mva_dm_2': Value(dtype='float64', id=None), 'n_deepbjets': Value(dtype='float64', id=None), 'n_jets': Value(dtype='float64', id=None), 'pt_1': Value(dtype='float64', id=None), 'pt_2': Value(dtype='float64', id=None), 'pt_tt': Value(dtype='float64', id=None), 'pt_vis': Value(dtype='float64', id=None), 'q_1': Value(dtype='float64', id=None), 'q_2': Value(dtype='float64', id=None), 'svfit_mass': Value(dtype='float64', id=None), 'channel': Value(dtype='string', id=None), 'process': Value(dtype='string', id=None)}
              because column names don't match
              
              During handling of the above exception, another exception occurred:
              
              Traceback (most recent call last):
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 1417, in compute_config_parquet_and_info_response
                  parquet_operations = convert_to_parquet(builder)
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 1049, in convert_to_parquet
                  builder.download_and_prepare(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 924, in download_and_prepare
                  self._download_and_prepare(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1000, in _download_and_prepare
                  self._prepare_split(split_generator, **prepare_split_kwargs)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1741, in _prepare_split
                  for job_id, done, content in self._prepare_split_single(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1872, in _prepare_split_single
                  raise DatasetGenerationCastError.from_cast_error(
              datasets.exceptions.DatasetGenerationCastError: An error occurred while generating the dataset
              
              All the data files must have the same columns, but at some point there are 1 new columns ({'mva_dm_1'})
              
              This happened while the csv dataset builder was generating data using
              
              hf://datasets/Hahad14/higgs_data/tt.csv (at revision f7e40463ac465b5b73f3077c138aad81af251239)
              
              Please either edit the data files to have matching columns, or separate them into different configurations (see docs at https://hf.co/docs/hub/datasets-manual-configuration#multiple-configurations)